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肿瘤 DNA 甲基化谱与肉瘤患者对 PD-1 免疫检查点抑制剂单药治疗的反应相关。

Tumor DNA methylation profiles correlate with response to anti-PD-1 immune checkpoint inhibitor monotherapy in sarcoma patients.

机构信息

Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.

Christian Doppler Laboratory for Personalized Immunotherapy, Department of Medicine I, Medical University of Vienna, Vienna, Austria.

出版信息

J Immunother Cancer. 2021 Mar;9(3). doi: 10.1136/jitc-2020-001458.

Abstract

BACKGROUND

Some sarcomas respond to immune checkpoint inhibition, but predictive biomarkers are unknown. We analyzed tumor DNA methylation profiles in relation to immunological parameters and response to anti-programmed cell death 1 (anti-PD-1) immune checkpoint inhibitor (ICI) therapy in patients with sarcoma.

PATIENTS AND METHODS

We retrospectively identified adult patients who had received anti-PD-1 ICI therapy for recurrent sarcoma in two independent centers. We performed (1) blinded radiological response evaluation according to immune response evaluation criteria in solid tumors (iRECIST) ; (2) tumor DNA methylation profiling of >850,000 probes using Infinium MethylationEPIC microarrays; (3) analysis of tumor-infiltrating immune cell subsets (CD3, CD8, CD45RO, FOXP3) and intratumoral expression of immune checkpoint molecules (PD-L1, PD-1, LAG-3) using immunohistochemistry; and (4) evaluation of blood-based systemic inflammation scores (neutrophil-to-lymphocyte ratio, leucocyte-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, platelet-to-lymphocyte ratio). Response to anti-PD-1 ICI therapy was bioinformatically and statistically correlated with DNA methylation profiles and immunological data.

RESULTS

35 patients (median age of 50 (23-81) years; 18 females, 17 males; 27 soft tissue sarcomas; 8 osteosarcomas) were included in this study. The objective response rate to anti-PD-1 ICI therapy was 22.9% with complete responses in 3 out of 35 and partial responses in 5 out of 35 patients. Adjustment of DNA methylation data for tumor-infiltrating immune cells resulted in identification of methylation differences between responders and non-responders to anti-PD-1 ICI. 2453 differentially methylated CpG sites (DMPs; 2043 with decreased and 410 with increased methylation) were identified. Clustering of sarcoma samples based on these DMPs revealed two main clusters: methylation cluster 1 (MC1) consisted of 73% responders and methylation cluster 2 (MC2) contained only non-responders to anti-PD-1 ICI. Median progression-free survival from anti-PD-1 therapy start of MC1 and MC2 patients was 16.5 and 1.9 months, respectively (p=0.001). Median overall survival of these patients was 34.4 and 8.0 months, respectively (p=0.029). The most prominent DNA methylation differences were found in pathways implicated in Rap1 signaling, focal adhesion, adherens junction Phosphoinositide 3-kinase (PI3K)-Akt signaling and extracellular matrix (ECM)-receptor interaction.

CONCLUSIONS

Our data demonstrate that tumor DNA methylation profiles may serve as a predictive marker for response to anti-PD-1 ICI therapy in sarcoma.

摘要

背景

某些肉瘤对免疫检查点抑制有反应,但预测生物标志物尚不清楚。我们分析了肿瘤 DNA 甲基化谱与免疫参数的关系,并分析了接受抗程序性细胞死亡 1(抗 PD-1)免疫检查点抑制剂(ICI)治疗的肉瘤患者的反应。

患者和方法

我们在两个独立的中心回顾性地确定了接受抗 PD-1 ICI 治疗复发性肉瘤的成年患者。我们进行了以下操作:(1)根据实体瘤免疫反应评估标准(iRECIST)进行盲法影像学反应评估;(2)使用 Infinium MethylationEPIC 微阵列对>850,000 个探针进行肿瘤 DNA 甲基化谱分析;(3)使用免疫组织化学分析肿瘤浸润免疫细胞亚群(CD3、CD8、CD45RO、FOXP3)和肿瘤内免疫检查点分子(PD-L1、PD-1、LAG-3)的表达;(4)评估基于血液的全身炎症评分(中性粒细胞与淋巴细胞比值、白细胞与淋巴细胞比值、单核细胞与淋巴细胞比值、血小板与淋巴细胞比值)。使用生物信息学和统计学方法将抗 PD-1 ICI 治疗的反应与 DNA 甲基化谱和免疫学数据相关联。

结果

本研究纳入 35 例患者(中位年龄 50(23-81)岁;女性 18 例,男性 17 例;27 例软组织肉瘤,8 例骨肉瘤)。抗 PD-1 ICI 治疗的客观缓解率为 22.9%,35 例患者中有 3 例完全缓解,5 例部分缓解。对肿瘤浸润免疫细胞的 DNA 甲基化数据进行调整后,确定了对 PD-1 ICI 有反应者和无反应者之间的甲基化差异。鉴定出 2453 个差异甲基化 CpG 位点(DMPs;2043 个甲基化减少,410 个甲基化增加)。基于这些 DMPs 对肉瘤样本进行聚类分析,发现了两个主要的聚类:甲基化聚类 1(MC1)包含 73%的应答者,甲基化聚类 2(MC2)仅包含对 PD-1 ICI 无应答者。MC1 和 MC2 患者从抗 PD-1 治疗开始的无进展生存期分别为 16.5 和 1.9 个月(p=0.001)。这些患者的中位总生存期分别为 34.4 和 8.0 个月(p=0.029)。最显著的 DNA 甲基化差异发生在涉及 Rap1 信号、黏附斑、黏着连接磷酸肌醇 3-激酶(PI3K)-Akt 信号和细胞外基质(ECM)-受体相互作用的途径中。

结论

我们的数据表明,肿瘤 DNA 甲基化谱可能是预测肉瘤对 PD-1 ICI 治疗反应的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7613/7993298/56bbbb13143a/jitc-2020-001458f01.jpg

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